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Create app.py
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app.py
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# app.py
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from fastapi import FastAPI, HTTPException
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from pydantic import BaseModel, Field
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from typing import Optional
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import subprocess
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import textwrap
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import ast
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import resource
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import os
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app = FastAPI(title="Python Exec Service (PES) on HuggingFace")
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# ----------------- 配置 -----------------
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MAX_CODE_LENGTH = 20_000 # 代码最大长度
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MAX_TIMEOUT = 20 # 固定最长 20 秒(由 PES 控制)
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MAX_MEMORY_MB = 256 # 子进程最大内存
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MAX_OUTPUT_SIZE = 4 * 1024 * 1024 # 4MB 输出限制
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# ----------------- 请求 / 响应模型 -----------------
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class ExecRequest(BaseModel):
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code: str = Field(..., description="要执行的 Python 代码")
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stdin: Optional[str] = Field("", description="传给程序的标准输入")
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class ExecResponse(BaseModel):
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stdout: str
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stderr: str
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return_code: Optional[int]
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timeout: bool
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# ----------------- 安全检查:AST 审计 -----------------
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DANGEROUS_NAMES = {
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"__import__", "eval", "exec", "open", "compile",
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"input", "globals", "locals", "vars",
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"os", "sys", "subprocess", "socket",
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"shutil", "pathlib"
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}
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DANGEROUS_MODULES = {
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"os", "sys", "subprocess", "socket", "shutil",
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"pathlib", "threading", "multiprocessing"
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}
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class SafeVisitor(ast.NodeVisitor):
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def visit_Import(self, node):
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for alias in node.names:
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if alias.name.split('.')[0] in DANGEROUS_MODULES:
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raise ValueError(f"禁止导入模块: {alias.name}")
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self.generic_visit(node)
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def visit_ImportFrom(self, node):
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if node.module and node.module.split('.')[0] in DANGEROUS_MODULES:
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raise ValueError(f"禁止 from 导入模块: {node.module}")
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self.generic_visit(node)
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def visit_Attribute(self, node):
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# 禁止访问 __dict__ / __class__ / __globals__ 等双下划线属性
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if isinstance(node.attr, str) and node.attr.startswith("__"):
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raise ValueError(f"禁止访问特殊属性: {node.attr}")
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self.generic_visit(node)
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def visit_Name(self, node):
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if node.id in DANGEROUS_NAMES:
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raise ValueError(f"禁止使用名称: {node.id}")
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self.generic_visit(node)
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def static_security_check(code: str):
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try:
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tree = ast.parse(code, mode="exec")
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except SyntaxError as e:
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raise ValueError(f"语法错误: {e}")
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SafeVisitor().visit(tree)
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# ----------------- 资源限制(子进程 preexec_fn) -----------------
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def set_limits():
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# CPU 时间限制(秒)—— hard limit MAX_TIMEOUT
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resource.setrlimit(resource.RLIMIT_CPU, (MAX_TIMEOUT, MAX_TIMEOUT))
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# 地址空间限制(内存)
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max_bytes = MAX_MEMORY_MB * 1024 * 1024
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resource.setrlimit(resource.RLIMIT_AS, (max_bytes, max_bytes))
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# 文件大小限制(防止写超大文件)
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resource.setrlimit(resource.RLIMIT_FSIZE, (MAX_OUTPUT_SIZE, MAX_OUTPUT_SIZE))
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# ----------------- 核心执行 API -----------------
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@app.post("/execute", response_model=ExecResponse)
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def execute(req: ExecRequest):
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# 1. 限制代码长度
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if len(req.code) > MAX_CODE_LENGTH:
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raise HTTPException(status_code=400, detail="代码过长,超过限制")
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# 2. 去掉多余缩进
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code = textwrap.dedent(req.code)
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# 3. 静态安全检查(AST)
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try:
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static_security_check(code)
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except ValueError as e:
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raise HTTPException(status_code=400, detail=f"安全检查不通过: {e}")
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# 4. 执行:PES 仅提供命令参数,不允许外部控制 timeout
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try:
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proc = subprocess.run(
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["python", "-c", code],
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input=req.stdin.encode("utf-8") if req.stdin else None,
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capture_output=True,
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timeout=MAX_TIMEOUT, # 固定 20 秒
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preexec_fn=set_limits # 资源限制
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)
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stdout = proc.stdout[:MAX_OUTPUT_SIZE].decode("utf-8", errors="replace")
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stderr = proc.stderr[:MAX_OUTPUT_SIZE].decode("utf-8", errors="replace")
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return ExecResponse(
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stdout=stdout,
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stderr=stderr,
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return_code=proc.returncode,
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timeout=False
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)
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except subprocess.TimeoutExpired as e:
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# 子进程超时
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stdout = (e.stdout or b"")[:MAX_OUTPUT_SIZE].decode("utf-8", errors="replace")
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stderr = (e.stderr or b"")[:MAX_OUTPUT_SIZE].decode("utf-8", errors="replace")
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if not stderr:
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stderr = "Process timed out"
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return ExecResponse(
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stdout=stdout,
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stderr=stderr,
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return_code=None,
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timeout=True
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)
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except Exception as e:
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raise HTTPException(status_code=500, detail=f"执行失败: {e}")
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# 本地调试用,HF Space 也可以用这个启动命令
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if __name__ == "__main__":
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import uvicorn
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port = int(os.environ.get("PORT", 7860))
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uvicorn.run("app:app", host="0.0.0.0", port=port)
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